Marisca, Ivan

7 publications

NeurIPS 2025 Over-Squashing in Spatiotemporal Graph Neural Networks Ivan Marisca, Jacob Bamberger, Cesare Alippi, Michael M. Bronstein

ICML 2024 Graph-Based Forecasting with Missing Data Through Spatiotemporal Downsampling Ivan Marisca, Cesare Alippi, Filippo Maria Bianchi

AAAI 2023 Scalable Spatiotemporal Graph Neural Networks Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi

NeurIPS 2023 Taming Local Effects in Graph-Based Spatiotemporal Forecasting Andrea Cini, Ivan Marisca, Daniele Zambon, Cesare Alippi

ICLR 2022 Filling the G_ap_s: Multivariate Time Series Imputation by Graph Neural Networks Andrea Cini, Ivan Marisca, Cesare Alippi

NeurIPS 2022 Learning to Reconstruct Missing Data from Spatiotemporal Graphs with Sparse Observations Ivan Marisca, Andrea Cini, Cesare Alippi

NeurIPSW 2022 Scalable Spatiotemporal Graph Neural Networks Andrea Cini, Ivan Marisca, Filippo Maria Bianchi, Cesare Alippi